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» Spatial Data Mining: A Database Approach
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109
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CSUR
1998
99views more  CSUR 1998»
15 years 12 days ago
Multidimensional Access Methods
Search operations in databases require some special support at the physical level. This is true for conventional databases as well as for spatial databases, where typical search o...
Volker Gaede, Oliver Günther
114
Voted
DASFAA
2003
IEEE
108views Database» more  DASFAA 2003»
15 years 6 months ago
Spatial Query Processing for High Resolutions
Modern database applications including computeraided design (CAD), medical imaging, or molecular biology impose new requirements on spatial query processing. Particular problems a...
Hans-Peter Kriegel, Martin Pfeifle, Marco Pöt...
185
Voted
SIGMOD
2009
ACM
177views Database» more  SIGMOD 2009»
16 years 29 days ago
ORDEN: outlier region detection and exploration in sensor networks
Sensor networks play a central role in applications that monitor variables in geographic areas such as the traffic volume on roads or the temperature in the environment. A key fea...
Conny Franke, Michael Gertz
137
Voted
KDD
2012
ACM
217views Data Mining» more  KDD 2012»
13 years 3 months ago
The long and the short of it: summarising event sequences with serial episodes
An ideal outcome of pattern mining is a small set of informative patterns, containing no redundancy or noise, that identifies the key structure of the data at hand. Standard freq...
Nikolaj Tatti, Jilles Vreeken
123
Voted
CINQ
2004
Springer
189views Database» more  CINQ 2004»
15 years 6 months ago
Employing Inductive Databases in Concrete Applications
In this paper we present the application of the inductive database approach to two practical analytical case studies: Web usage mining in Web logs and financial data. As far as co...
Rosa Meo, Pier Luca Lanzi, Maristella Matera, Dani...